Capillary Coarsening Drives Re-entrant Statistical Transitions in Early Coffee-Ring Growth

Understanding how nonequilibrium systems evolve between distinct statistical regimes remains a fundamental challenge in statistical physics. Here we show that particle deposition at an evaporating contact line provides an experimental realization of cooperative one-dimensional deposition, in which post-deposition capillary attraction drives particles to migrate, cluster, and coarsen. As deposition proceeds, the cluster-width distribution undergoes a striking re-entrant transition, evolving from an initial exponential form to a peaked Gamma distribution and subsequently returning to an exponential form. This dynamic transition is accompanied by a non-monotonic crossover in fluctuation scaling, $σ_w\sim\langle w\rangle^κ$, with $κ$ changing successively from $1$ to $1/2$ and back to $1$. Monte Carlo simulations reproduce these statistical transitions. Our results establish evaporative contact-line deposition as a simple model of correlated one-dimensional assembly and reveal how local interactions can produce re-entrant statistical behaviour in a nonequilibrium system.

Authors

Publication Details

Journal
arXiv (Cornell University)
Published
2026-11-03
DOI
https://doi.org/10.48550/arxiv.2611.04388
Primary Topic
Theoretical and Computational Physics
Type
preprint
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preprint

Capillary Coarsening Drives Re-entrant Statistical Transitions in Early Coffee-Ring Growth

Dileep Mampallil, Arundas Chandradasan
arXiv (Cornell University)
Theoretical and Computational Physics
preprint

Capillary Coarsening Drives Re-entrant Statistical Transitions in Early Coffee-Ring Growth

Dileep Mampallil, Arundas Chandradasan
preprint en

Abstract

Understanding how nonequilibrium systems evolve between distinct statistical regimes remains a fundamental challenge in statistical physics. Here we show that particle deposition at an evaporating contact line provides an experimental realization of cooperative one-dimensional deposition, in which post-deposition capillary attraction drives particles to migrate, cluster, and coarsen. As deposition proceeds, the cluster-width distribution undergoes a striking re-entrant transition, evolving from an initial exponential form to a peaked Gamma distribution and subsequently returning to an exponential form. This dynamic transition is accompanied by a non-monotonic crossover in fluctuation scaling, $σ_w\sim\langle w\rangle^κ$, with $κ$ changing successively from $1$ to $1/2$ and back to $1$. Monte Carlo simulations reproduce these statistical transitions. Our results establish evaporative contact-line deposition as a simple model of correlated one-dimensional assembly and reveal how local interactions can produce re-entrant statistical behaviour in a nonequilibrium system.

arXiv (Cornell University)
Theoretical and Computational Physics
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Capillary Coarsening Drives Re-entrant Statistical Transitions in Early Coffee-Ring Growth — Dileep Mampallil, Arundas Chandradasan · arXiv (Cornell University) (2026) | TGRS Research Map | TGRS